Exam Name: IBM SPSS Modeler Professional v2
Certification Provider: IBM
Corresponding Certification: IBM Certified Specialist
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IBM C2020-010 Exam Syllabus Topics:
| Section | Objectives |
|---|---|
| Model Building Techniques | - Classification and regression models - Association and sequence modeling - Clustering and segmentation methods |
| Data Preparation and Transformation | - Data cleaning and handling missing values - Data transformation and feature engineering - Field derivation and manipulation techniques |
| Advanced SPSS Modeler Features | - Stream optimization and performance tuning - Automated modeling (Auto Classifier, Auto Numeric) - Integration with IBM analytics ecosystem |
| Model Evaluation and Deployment | - Model comparison and selection - Model validation and performance evaluation - Deployment of predictive models |
| SPSS Modeler Fundamentals | - Data stream and project structure - Data import and preparation basics - Introduction to IBM SPSS Modeler environment |
IBM SPSS Modeler Professional v2 Sample Questions:
Generally speaking, to modify values in columns of a working data file, you would use nodes from which palette or menu group?
- A. Sources
- B. Field Ops
- C. Export
- D. Record Ops
Correct Answer: B 🗳️
True or false: missing values can be specified in the Source node used to read the data or in the Type node.
- A. False
- B. True
Correct Answer: B 🗳️
Which stage of the CRISP-DM (Cross Industry Standard Process for Data Mining) methodology is the most time consuming?
- A. Modeling
- B. Business Understanding
- C. Evaluation
- D. Data Preparation
Correct Answer: D 🗳️
Which of the following is the biggest advantage of using a data cache?
- A. Integrating the modified data with the original data source
- B. Applying modifications to new data more easily
- C. Using the prepared data file more efficiently
- D. Creating reports or doing other analyses with other software
Correct Answer: C 🗳️
True or false: a Database Export node can be used to write data to more than one database table in the same operation.
- A. False
- B. True
Correct Answer: A 🗳️
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